Search Results for author: Sebastian Dziadzio

Found 5 papers, 3 papers with code

Multiscale Neural Operators for Solving Time-Independent PDEs

1 code implementation10 Nov 2023 Winfried Ripken, Lisa Coiffard, Felix Pieper, Sebastian Dziadzio

Time-independent Partial Differential Equations (PDEs) on large meshes pose significant challenges for data-driven neural PDE solvers.

Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization

1 code implementation27 Dec 2023 Sebastian Dziadzio, Çağatay Yıldız, Gido M. van de Ven, Tomasz Trzciński, Tinne Tuytelaars, Matthias Bethge

In a simple setting with direct supervision on the generative factors, we show how learning class-agnostic transformations offers a way to circumvent catastrophic forgetting and improve classification accuracy over time.

Classification Continual Learning +3

A high fidelity synthetic face framework for computer vision

no code implementations16 Jul 2020 Tadas Baltrusaitis, Erroll Wood, Virginia Estellers, Charlie Hewitt, Sebastian Dziadzio, Marek Kowalski, Matthew Johnson, Thomas J. Cashman, Jamie Shotton

Analysis of faces is one of the core applications of computer vision, with tasks ranging from landmark alignment, head pose estimation, expression recognition, and face recognition among others.

Face Model Face Recognition +2

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